Clinical prediction models and the multiverse of madness

Background Each year, thousands of clinical prediction models are developed to make predictions (e.g. estimated risk) to inform individual diagnosis and prognosis in healthcare. However, most are not reliable for use in clinical practice. <...

全面介紹

書目詳細資料
Main Authors:	Riley, RD, Pate, A, Dhiman, P, Archer, L, Martin, GP, Collins, GS
格式:	Journal article
語言:	English
出版:	BioMed Central 2023

相似書籍

Clinical prediction models and the multiverse of madness
由: Richard D. Riley, et al.
出版: (2023-12-01)

Evaluation of clinical prediction models (part 2): how to undertake an external validation study
由: Riley, RD, et al.
出版: (2024)

Targeted validation: validating clinical prediction models in their intended population and setting
由: Sperrin, M, et al.
出版: (2022)

Virtually Connected in a Multiverse of Madness?—Perceptions of Gaming, Animation, and Metaverse
由: Abílio Oliveira, et al.
出版: (2023-07-01)

Penalization and shrinkage methods produced unreliable clinical prediction models especially when sample size was small
由: Riley, RD, et al.
出版: (2020)

Developing clinical prediction models when adhering to minimum sample size recommendations: the importance of quantifying bootstrap variability in tuning parameters and predictive performance
由: Martin, GP, et al.
出版: (2021)

Evaluation of clinical prediction models (part 1): from development to external validation
由: Collins, GS, et al.
出版: (2024)

Minimum sample size for developing a multivariable prediction model using multinomial logistic regression
由: Pate, A, et al.
出版: (2023)

Stability of clinical prediction models developed using statistical or machine learning methods
由: Riley, RD, et al.
出版: (2023)

Continual updating and monitoring of clinical prediction models: time for dynamic prediction systems?
由: Jenkins, DA, et al.
出版: (2021)

Multiversality
由: Wilczek, Frank
出版: (2014)

Islands in multiverse models
由: Aguilar-Gutierrez, Sergio E., et al.
出版: (2021)

Minimum sample size for external validation of a clinical prediction model with a continuous outcome
由: Archer, L, et al.
出版: (2020)

Visions of the multiverse /
由: Manly, Steven L.
出版: (c201)

Multiverse Predictions for Habitability: Element Abundances
由: McCullen Sandora, et al.
出版: (2022-12-01)

Multiverse Predictions for Habitability: Planetary Characteristics
由: McCullen Sandora, et al.
出版: (2022-12-01)

Quantum multiverse
由: Chew, Zi Ling
出版: (2022)

Erratum to: Islands in multiverse models
由: Aguilar-Gutierrez, Sergio E., et al.
出版: (2022)

Addendum to: Islands in multiverse models
由: Aguilar-Gutierrez, Sergio E., et al.
出版: (2022)

Addendum to: Islands in multiverse models
由: Sergio E. Aguilar-Gutierrez, et al.
出版: (2022-05-01)

Erratum to: Islands in multiverse models
由: Sergio E. Aguilar-Gutierrez, et al.
出版: (2022-05-01)

Poor handling of continuous predictors in clinical prediction models using logistic regression: a systematic review
由: Ma, J, et al.
出版: (2023)

Minimum sample size for external validation of a clinical prediction model with a binary outcome
由: Riley, RD, et al.
出版: (2021)

Multiverse Predictions for Habitability: Stellar and Atmospheric Habitability
由: McCullen Sandora, et al.
出版: (2022-12-01)

Multiverse Predictions for Habitability: Origin of Life Scenarios
由: McCullen Sandora, et al.
出版: (2023-01-01)

Multiverse Predictions for Habitability: The Number of Stars and Their Properties
由: McCullen Sandora
出版: (2019-06-01)

Bayes, God, and the multiverse
由: Swinburne, R
出版: (2012)

Islamic Theism and the Multiverse
由: Enis Doko
出版: (2024-07-01)

The Multiverse and Divine Creation
由: Michael Almeida
出版: (2017-11-01)

Multiverse Assumptions and Philosophy
由: James R. Johnson
出版: (2018-02-01)

Stargate of the Hidden Multiverse
由: Alexander Antonov
出版: (2016-02-01)

Multiversities, ideas, and democracy /
由: Fallis, George, 1947-
出版: (2007)

Vacuum decay in an interacting multiverse
由: S. Robles-Pérez, et al.
出版: (2016-08-01)

Multiverse Predictions for Habitability: Fraction of Life That Develops Intelligence
由: McCullen Sandora
出版: (2019-07-01)

Multiverse Predictions for Habitability: Fraction of Planets that Develop Life
由: McCullen Sandora
出版: (2019-07-01)

Multiverse Predictions for Habitability: Number of Potentially Habitable Planets
由: McCullen Sandora
出版: (2019-06-01)

Alpha-alpha scattering in the Multiverse
由: Serdar Elhatisari, et al.
出版: (2022-02-01)

External validation of clinical prediction models: simulation-based sample size calculations were more reliable than rules-of-thumb
由: Snell, KIE, et al.
出版: (2021)

Sample size requirements are not being considered in studies developing prediction models for binary outcomes: a systematic review
由: Dhiman, P, et al.
出版: (2023)

History: A medieval multiverse.
由: McLeish, T, et al.
出版: (2014)